Computation of molecular description of supramolecular Fuchsine model useful in medical data

Supramolecular chemistry is a fascinating field that explores the interactions between molecules to create higher-order structures. In the case of the supramolecular chain of Fuchsine acid, which is a type of dye molecule, several chemical applications are possible. Fuchsine acid helps to make better medicine carriers that deliver drugs where they’re needed in the body, making treatments more effective and reducing side effects. It also helps create smart materials like sensors and self-fixing plastics, which are useful in electronics, keeping our environment clean, and making new materials. In sensing and detection, the supramolecular chain of Fuchsine acid utilizes as a sensor or detector for specific analyzes. In drug delivery, the supramolecular chains of Fuchsine acid incorporated into drug delivery systems. In recent years, a common method is linking a graph to a chemical structure and using topological descriptors to study it. This technique is becoming increasingly important over time. Topological descriptors gives very useful information while studying the topology of chemical graph. In this paper, we have computed the 3D structure of supramolecular graph of Fuchsine acid. We have computed an explicit expressions of ABC index, GA index, General Randi\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\acute{c}$$\end{document}c´ index, first and second Zagreb index, hyper Zagreb index, H-index and F-index of supramolecular structure of Fushine acid.

In the medical fields of histopathology and cytopathology, dyes and stains play a crucial role in focusing at the microscopic level for disease detection and analysis of tissue samples.Biological tissues also can be defined by stains, for example it is used for emphasizing muscle fibers or connective tissue, also used to categorize different blood cells.A staining method called Gram's method, is used to sort bacterial species into two huge groups Gram-positive bacteria and Gram-negative bacteria.The Gram staining method often uses a dye called Fuchsine in microbiology.Fuchsine is a cog in the Schiff test, which is developed by Hugo Schiff and is an early organic chemistry named reaction.It is a comparatively common chemical test for finding of many organic aldehydes.
The graphs we take into consideration here are all connected, simple, and finite.The vertex set and edge set of the graph G are denoted by V G and E G respectively.If there is an edge connecting two vertices, they are considered to be adjacent.We use the notation xy ∈ E G if there is an edge between x and y.For a vertex x ∈ V G , we denote its degree by n(x) and is defined as the number of edges incident to that vertex.For basic definitions and related graph theory notions, we refer the readers to the book by 15 .
In the field of mathematical chemistry, graphs can be associated with various mathematical representations, including polynomials, numeric values, or matrices.These representations are often referred to as molecular descriptors, which play a crucial role in quantitative structure-property relationship (QSPR) and quantitative structure-activity relationship (QSAR) investigations.Notably, topological indices are essential examples of such molecular descriptors.Nowadays, there are various topological indices are used get important information about chemical structures and undirected networks.Topological descriptors can be classified into three main types: distance-based, degree-based, and counting-related.Among these, degree-based topological descriptors have received significant attention and find applications in QSPR analysis.The first degree-based topological index was introduced by Randić 16 in 1975 with the name branching index.This index is defined as Randić introduced an index suitable for quantifying the extent of branching in the carbon-atom skeleton of saturated hydrocarbons.He observed a strong correlation between the Randić index and various physical/chemical properties of Alkanes, such as boiling points, enthalpies of formation, and surface areas.Later in 1988, Bollob'as and Erdős generalized this concept by replacing the factor −1 2 in the Randić index formula with a real number .The formula for general Randić index is given below: For further details and important results about Randić index see [17][18][19] .
Estrada et al. introduced a specific index known as the Atom Bond Connectivity index of a graph G, denoted as ABC(G).This index is defined as follows 3 : Estrada proved that ABC index show a good model for the stability of linear and branched alkanes 3 .
The Geometric Arithmetic index, denoted as GA, was introduced by Vukičević et al. 20 .For a given graph G, the Geometric Arithmetic index (GA) is formulated as follows: In 1972 the first and second Zagreb indices were introduced 21,22 .These indices are denoted and defined as: These topological indices were firstly applied to branching problem in early seventies 23 .Different researchers used these topolgical indices in their QSPR, QSAR studies 1,24,25 .
In 2013 Shirdel et al. 26 prposed the hyper-Zagreb index as: In 2012 the harmonic index was introduced by Zhong et al. 4 as: . . .
Furtula and Gutman 27 in 2015 introduced a new index named the forgotten index, denoted by F(G) and formulated as: In this work we consider the 3D structure of supramolecular Fuchsine C 2 0H 1 9N 3 HCl .We made the sheet of supra molecular Fushine by attaching its m × n units.We have computed an exact formulas for the Atom bond connectivity index , Geometric Arithmetic index , General Randić index and different variants of Zagreb indices of C 2 0H 1 9N 3 HCl sheet.

Main results
We   www.nature.com/scientificreports/Proof By using the edge partition of F[m, n] based on the degree of end vertices of each edge given in Table 1, the Atom Bond Connectivity index can be computed as: After some easy calculations, above expression get the following form: In the next theorem, we calculate the general Randić index ( R (G) ) of supramolecular graph of Fuchsine F[m, n].

Theorem 2.2 The general Randić index of graph F[m, n]
, with m, n ≥ 1 , is equal to Proof One can prove the above result by using edge partition given in Table 1 in the definition of General Randić index.When = 1.
The subsequent form for = −1 is, For = 1 2 , the formula of Randić index takes the subsequent form.
The subsequent form for = −1 2 is, Table 1.Edge partition of F[m, n] based on degrees of end vertices of each edge. ( Vol:.( 1234567890)

Discussion
The importance of topological descriptors is due to the fact that they are usefull in QSPR/QSAR studies.In this work, we have computed the values of different degree based topological descritpors of supramolecular structure of Fushine.The values of these topological descriptors for different values of m and n are depicted in Table 2.
Observe that the value of each index increses with the increase in the value of m and n.The plot of these indices help us to compare these indices.The Randić index R −1 has the maximum value among all these indices and the Randić index R −1 has the minimum value.

Conclusion
In this paper, we determined the topological indices of supramolecular graph of Fuchsine acid, that would be helpful in computational chemistry.We have computed ABC index, geometric arithmetic index, general Randić index, first and second Zagreb index, hyper zagreb index, harmonic index and forgotten index of supramolecule of fushine acid.The results of above mentioned indices are compared numerically as shown in Table 2, and graphically as shown in Fig. 3. Our computed results can be extend for the distance and resistance distance based topological indices of supramolecular structures.

Theorem 2 . 1
use the notation F[m, n] to denote the supramolcular structure of Fushine sheet having m × n units of Fushine.The single unit of Fushine is depicted in Fig. 1.The supramolecular sheet of Fushine F[m, n] is obtained by making a chain of m units of Fushine by connecting the molecules of Fushine with blue color vertex shown in the figure, as common vertex, and then connecting a n chains of m units of Fushine chain with green vertices.The molecular structure of F[2, 2] is shown in Fig. 2. It is easy to observe that F[m, n] has 38mn + m + n vertices and 42mn edges.To compute the topological indices defined above, we need to find the partition of edges of F[m, n] based on the degree of end vertices.There are three types of edges of F[m, n].The first edge partition has 24mn edges xy with n(x) = 3 and n(y) = 3 .The second edge partition has 14mn + 2(m + n) edges xy with n(x) = 3 and n(y) = 1 .The third edge partition contains n(2m − 2) + 2m(n − 1) edges xy, where n(x) = 2 and n(y) = 3 .The Table 1 shows the edge partition of F[m, n] with m, n ≥ 1.In the first theorem, we calculate the Atom Bond Connectivity index of F[m, n].Let m, n ≥ 1 , then the value of Atom Bond Connectivity index of F[m, n] is equal to
Let m, n ≥ 1 , then the harmonic index of F[m, n] is equal to Proof Using Table 1, the harmonic index of F[m, n] can be computed as below: Let m, n ≥ 1 ,then the forgotten index of F[m, n] is equal toProof Let F[m, n] be the given graph.Using Table1the forgotten index of F[m, n] can be computed as below: Reports | (2024) 14:10933 | https://doi.org/10.1038/s41598-024-60284-3www.nature.com/scientificreports/

Table 2 .
Comparison of the topological indices.